{"id":"W4383823850","doi":"10.12788/cutis.0787","title":"Why Is There a Lack of Representation of Skin of Color in the COVID-19 Literature?","year":2023,"lang":"en","type":"article","venue":"Cutis","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Representation (politics); Dermatology; MEDLINE; Betacoronavirus; Virology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002965,0.00003658251,0.0001442407,0.000081306,0.000008691794,0.000001584094,0.0000599123,0.00005813077,0.0001397477],"category_scores_gemma":[0.0009810217,0.00002394365,0.00004540223,0.0007275989,0.00007617768,0.00002340504,0.00001031501,0.00007848464,0.00000405817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001394836,"about_ca_system_score_gemma":0.0001150521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003852133,"about_ca_topic_score_gemma":0.00003967552,"domain_scores_codex":[0.9994044,0.00006762637,0.00019921,0.00007990432,0.0001862121,0.00006262121],"domain_scores_gemma":[0.9994006,0.0002234243,0.00008905672,0.0001869108,0.00005956176,0.00004045316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003106043,0.0004775573,0.03806337,0.001619663,0.00005165172,0.00003151318,0.5638282,0.00001022555,0.006893345,0.00162135,0.3831026,0.003990005],"study_design_scores_gemma":[0.004921742,0.001016489,0.6789075,0.001403488,0.0002024523,0.00005499518,0.1284606,0.0004846817,0.08141615,0.006792077,0.09618066,0.0001591374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781256,0.0003947627,0.00001812873,0.02002058,0.00007697185,0.0002332335,0.00002085579,0.000006834284,0.00110298],"genre_scores_gemma":[0.9952154,0.0002544596,0.0000523807,0.003965933,0.00003804169,0.00001533842,0.0000552225,0.000003585852,0.0003996402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6408442,"threshold_uncertainty_score":0.1530139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08624268874870321,"score_gpt":0.4186570910810488,"score_spread":0.3324144023323456,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}